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06/24/2023
DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins
Advances in deep generative models shed light on de novo molecule genera...
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09/13/2022
MDM: Molecular Diffusion Model for 3D Molecule Generation
Molecule generation, especially generating 3D molecular geometries from ...
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10/27/2021
A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection
Recently, many evolutionary computation methods have been developed to s...
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01/25/2021
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information
The rapid growth in literature accumulates diverse and yet comprehensive...
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01/03/2020
Review of Single-cell RNA-seq Data Clustering for Cell Type Identification and Characterization
In recent years, the advances in single-cell RNA-seq techniques have ena...
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05/02/2019
Context awareness and embedding for biomedical event extraction
Motivation: Biomedical event detection is fundamental for information ex...
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03/20/2018
Big Data Challenges in Genome Informatics
In recent years, we have witnessed a dramatic data explosion in genomics...
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11/25/2015
A Short Survey on Data Clustering Algorithms
With rapidly increasing data, clustering algorithms are important tools ...
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08/03/2015
Evolutionary Algorithms: Concepts, Designs, and Applications in Bioinformatics: Evolutionary Algorithms for Bioinformatics
Since genetic algorithm was proposed by John Holland (Holland J. H., 197...
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08/03/2015
Unsupervised Learning in Genome Informatics
With different genomes available, unsupervised learning algorithms are e...
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08/03/2015